Dongxin Liu
Dongxin Liu
Verified email at illinois.edu - Homepage
Title
Cited by
Cited by
Year
Fastdeepiot: Towards understanding and optimizing neural network execution time on mobile and embedded devices
S Yao, Y Zhao, H Shao, SZ Liu, D Liu, L Su, T Abdelzaher
Proceedings of the 16th ACM Conference on Embedded Networked Sensor Systems …, 2018
682018
Sensegan: Enabling deep learning for internet of things with a semi-supervised framework
S Yao, Y Zhao, H Shao, C Zhang, A Zhang, S Hu, D Liu, S Liu, L Su, ...
Proceedings of the ACM on interactive, mobile, wearable and ubiquitous …, 2018
352018
FIWEX: Compressive sensing based cost-efficient indoor white space exploration
D Liu, Z Wu, F Wu, Y Zhang, G Chen
Proceedings of the 16th ACM International Symposium on Mobile Ad Hoc …, 2015
242015
Stfnets: Learning sensing signals from the time-frequency perspective with short-time fourier neural networks
S Yao, A Piao, W Jiang, Y Zhao, H Shao, S Liu, D Liu, J Li, T Wang, S Hu, ...
The World Wide Web Conference, 2192-2202, 2019
212019
Apdeepsense: Deep learning uncertainty estimation without the pain for iot applications
S Yao, Y Zhao, H Shao, C Zhang, A Zhang, D Liu, S Liu, L Su, ...
2018 IEEE 38th International Conference on Distributed Computing Systems …, 2018
172018
Controlvae: Controllable variational autoencoder
H Shao, S Yao, D Sun, A Zhang, S Liu, D Liu, J Wang, T Abdelzaher
International Conference on Machine Learning, 8655-8664, 2020
152020
Sadeepsense: Self-attention deep learning framework for heterogeneous on-device sensors in internet of things applications
S Yao, Y Zhao, H Shao, D Liu, S Liu, Y Hao, A Piao, S Hu, S Lu, ...
IEEE INFOCOM 2019-IEEE Conference on Computer Communications, 1243-1251, 2019
152019
Deep compressive offloading: Speeding up neural network inference by trading edge computation for network latency
S Yao, J Li, D Liu, T Wang, S Liu, H Shao, T Abdelzaher
Proceedings of the 18th Conference on Embedded Networked Sensor Systems, 476-488, 2020
112020
Scheduling real-time deep learning services as imprecise computations
S Yao, Y Hao, Y Zhao, H Shao, D Liu, S Liu, T Wang, J Li, T Abdelzaher
2020 IEEE 26th International Conference on Embedded and Real-Time Computing …, 2020
102020
Giobalfusion: A global attentional deep learning framework for multisensor information fusion
S Liu, S Yao, J Li, D Liu, T Wang, H Shao, T Abdelzaher
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020
92020
Eugene: Towards deep intelligence as a service
S Yao, Y Hao, Y Zhao, A Piao, H Shao, D Liu, S Liu, S Hu, D Weerakoon, ...
2019 IEEE 39th International Conference on Distributed Computing Systems …, 2019
82019
Multiscale online media simulation with SocialCube
T Abdelzaher, J Han, Y Hao, A Jing, D Liu, S Liu, HH Nguyen, DM Nicol, ...
Computational and Mathematical Organization Theory, 1-30, 2020
72020
Cost-efficient indoor white space exploration through compressive sensing
F Wu, D Liu, Z Wu, Y Zhang, G Chen
IEEE/ACM Transactions on Networking 25 (3), 1686-1702, 2017
72017
A latent hawkes process model for event clustering and temporal dynamics learning with applications in github
S Liu, S Yao, D Liu, H Shao, Y Zhao, X Fu, T Abdelzaher
2019 IEEE 39th International Conference on Distributed Computing Systems …, 2019
62019
Eugene: Towards deep intelligence as a service
T Abdelzaher, S Yao, Y Hao, Y Zhao, A Piao, H Shao, D Liu, S Liu, S Hu, ...
The 39th IEEE International Conference on Distributed Computing Systems …, 2019
62019
Training-free indoor white space exploration
D Liu, F Wu, L Kong, S Tang, Y Luo, G Chen
IEEE Journal on Selected Areas in Communications 34 (10), 2589-2604, 2016
62016
A predictive self-configuring simulator for online media
S Yao, Y Hao, D Liu, S Liu, H Shao, J Wu, M Bamba, T Abdelzaher, ...
2018 Winter Simulation Conference (WSC), 1262-1273, 2018
52018
Handling missing sensors in topology-aware iot applications with gated graph neural network
S Liu, S Yao, Y Huang, D Liu, H Shao, Y Zhao, J Li, T Wang, R Wang, ...
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020
42020
Truth discovery with multi-modal data in social sensing
H Shao, D Sun, S Yao, L Su, Z Wang, D Liu, S Liu, L Kaplan, ...
IEEE Transactions on Computers, 2020
42020
GreenRoute: A Generalizable Fuel-Saving Vehicular Navigation Service
Y Zhao, S Yao, D Liu, H Shao, S Liu
2019 IEEE International Conference on Autonomic Computing (ICAC), 1-10, 2019
42019
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